The full Bayesian perspective on vae weights was first explored by [1]} which we find similar in spirit to our work. In contrast to them (1) we follow a principled Bayesian derivation. (2) Neither do we depend on Hamiltonian Monte-Carlo sampling, which is generally hard to scale to efficient training.
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